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                   Electronic tattoos: the most
                   multifunctional but imperceptible
                   wearables

                   Jeong, Hyoyoung, Lu, Nanshu

                                  Hyoyoung Jeong, Nanshu Lu, "Electronic tattoos: the most multifunctional but
                                  imperceptible wearables," Proc. SPIE 11020, Smart Biomedical and
                                  Physiological Sensor Technology XVI, 110200P (2 May 2019); doi:
                                  10.1117/12.2518994

                                  Event: SPIE Defense + Commercial Sensing, 2019, Baltimore, Maryland,
                                  United States

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Electronic tattoos: the most multifunctional but imperceptible
                                                    wearables
                                                   Hyoyoung Jeonga, Nanshu Lub,*
                 a
                  Dept. of Electrical Engineering, University of Texas at Austin, Austin, TX USA 78712; bCenter for
                   Mechanics of Solids, Structures and Materials, Dept. of Aerospace Engineering and Engineering
                   Mechanics, Dept. of Biomedical Engineering, Texas Materials Institute, University of Texas at
                                                    Austin, Austin, TX USA 78712

                                                                                  ABSTRACT

                Wearable electronics are finding emerging applications in mobile health, rehabilitation, prosthetics/exoskeletons, athletic
                training, human-machine interaction, etc. However, our skin is soft, curvilinear and dynamic whereas wafer-based
                electronics are hard, planar, and rigid. As a result, state-of-the-art wearables can only be strapped or clipped on human
                body. The development of flexible and stretchable electronics offers a remedy for such challenge. E-tattoos represent a
                class of stretchable circuits, sensors, and actuators that are ultrathin, ultrasoft, skin-conformable and deformable just like
                a temporary tattoo. We introduce a low-cost, dry and freeform “cut-and-paste” and “cut-solder-paste” method invented
                by my lab to fabricate e-tattoos. This method has been proved to work for thin film metals, polymers, ceramics, as well
                as 2D materials. Using these method, we created the first truly imperceptible e-tattoos based on graphene, and modular
                and reconfigurable Bluetooth and NFC enabled wireless e-tattoos.
                Keywords: epidermal electronics, stretchable electronics, wearables, electronic tattoos, biometric sensors, wireless,
                digital manufacture

                      * Correspondence Email: nanshulu@utexas.edu; Phone: +1-512-471-4208

                                                                          1. INTRODUCTION
                Wearable electronics capable of long-term, ambulatory physiological monitoring could find many exciting applications
                in telemedicine, mobile health, prosthetics, athletic training, human-machine interface (HMI) and so on. However, the
                mechanical mismatch between wafer-based rigid electronics and the soft and curvilinear human body greatly hinders the
                wearability and functionality of state-of-the-art wearables. From “skin-like” electronics (e-skins) [1, 2] to “epidermal
                electronics” (e-tattoos) [3, 4], it is expected that the emerging technology of flexible/stretchable electronics will
                transform the wearable industry. For example, pressure-sensitive e-skins have been applied to measure pulse waves from
                the human wrist [5] and ultrathin photonic e-skins can be used as flexible oximeters when placed on the human fingertip
                [6]. Compared with e-skins which mostly refer to flexible electronics that can mimic human or animal skin
                functionalities, e-tattoos are ultrasoft, skin-conformable multifunctional membranes that can monitor a variety of
                biometrics including electrophysiological [7], thermal [8] and mechano-acoustic [9] signals, skin hydration [10], and
                even biomarkers in sweat [11]. However, after many years of research and development, it is still difficult to find soft
                wearable devices that are wireless, unobstructive, multimodal, yet affordable on the market. Among many remaining
                challenges, power supply and wireless data transmission are two outstanding ones. Near field communication (NFC)
                technology is known to be able to wirelessly transmit both power and data within centimeter range [12]. Recent
                publications demonstrated that it is possible to implement NFC into e-tattoos to make them go battery-free [13, 14].
                NFC-enabled e-tattoos have found photometry [15-17] and radiometry [15, 18] applications. So far, however, NFC-
                enabled e-tattoos are not yet able to carry out electrophysiological (EP) or electrodermal activity (EDA) measurements.
                Moreover, although NFC circuits can be costly, they have to be disposed with the one-time use e-tattoo.
                NFC enabled e-tattoos are currently fabricated by photolithography and transfer printing process [15, 16, 19], which can
                be expensive and time consuming. In 2015, our group invented a dry and desktop “cut-and-paste” process for the rapid
                prototyping of passive e-tattoos [20]. In this process, a mechanical cutter plotter can digitally carve out pre-designed

                                           Smart Biomedical and Physiological Sensor Technology XVI, edited by Brian M. Cullum,
                                              Douglas Kiehl, Eric S. McLamore, Proc. of SPIE Vol. 11020, 110200P · © 2019
                                                     SPIE · CCC code: 0277-786X/19/$18 · doi: 10.1117/12.2518994

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patterns on metal foils [20, 21], electrically conductive polymer sheets [20], or even 2D materials such as graphene [4,
                22] within minutes. A slightly modified cut-and-paste method can even be used to pattern brittle ceramics such as
                indium tin oxide (ITO) into soft and stretchable ribbons [23]. After removing excessive regions, the leftover pattern can
                be transferred onto a target substrate such as a flexible medical tape or even human skin. The whole process takes only
                minutes and no cleanroom facilities or chemicals are required. Serpentine-shaped gold nanomembranes were patterned
                to be stretchable electrodes, resistance temperature detector (RTD), and hydration sensors. A double-stranded serpentine
                coil design was used to pattern aluminum micromembranes into a stretchable planar antenna [20]. The only limitation
                for the cut-and-paste process was the limited patterning resolution. We found that the ribbon width cannot go smaller
                than 200 μm [20].
                To enable the integration of active electronic components on such e-tattoos, we here report a “cut-solder-paste” process.
                Within the context of the cutting method, the relatively low patterning resolution of the mechanical cutter plotter
                represents a major obstacle for building multifunctional wireless e-tattoos with reasonable footprint. To overcome such
                limitations, we herein propose a modular concept in which the NFC module, the functional circuitry, and the electrodes
                are first fabricated as separate layers and then stacked up as needed with vias aligned. The NFC and functional layers are
                reusable and can be disassembled and reassembled with other layers. Only the electrode layer needs to be disposed after
                each use. Such modular design allows for versatile combination of different layers to form wireless, battery-free e-
                tattoos capable of sensing a variety of biometrics including ECG & heart rate (HR), skin hydration, skin temperature, as
                well as pulse oximetry (SpO2). The total size of the assembled e-tattoo is 7.4 cm x 5 cm, less than 190 µm thick
                (excluding chips), lighter than 1.3 grams, stretchable more than 30%, and has an effective modulus of 9.3 MPa. After 20
                times disassembly and reassembly, the NFC and circuit layers remained fully functional. As a result, the modular NFC e-
                tattoo is a wear-and-forget wireless sensor system that is stretchable, unobstructive, and low cost. When scanned by an
                NFC-enabled smart-phone, the e-tattoo will harvest energy from the smart-phone, chips and LEDs on the e-tattoo will be
                powered by the harvested energy, and real-time data acquired by the e-tattoo will show up on a mobile app.

                        2. LOW-COST, DRY, AND FREEFORM MANUFACTURING FOR E-TATTOOS
                The conventional cleanroom-based micro-fabrication method is not suitable for rapid prototyping or mass production of
                disposable medical patches such as epidermal electronics. We therefore invent a dry, benchtop, freeform and portable
                manufacturing method called the “cut-and-paste” and “cut-solder-paste” method to manufacture disposable epidermal
                sensor systems in a time and cost effective manner.

                2.1 Conventional manufacturing process
                Conventional manufacturing process of epidermal electronics relies on standard microelectronics fabrication processes.
                It involves vacuum deposition of thin films, spin coating, photolithography, wet or dry etching and transfer printing [3].
                Although it has proven to be effective, there are several limitations associated with such processes. For example, this
                method depends on cleanroom-based facilities which are not portable, vacuum deposition and photolithography are time
                consuming, chemicals used in wet etching are hazardous to human body, wafers and masks used are expensive, and the
                rigid wafer is not compatible with roll-to-roll process. In this chapter, we report an innovative time- and cost-effective,
                benchtop, freeform, and portable fabrication method, which is applied to manufacture high-quality epidermal sensors.
                Detailed fabrication process of this new method is discussed and manufacture quality is investigated.

                2.2 Cost and Time Effective “Cut-and-Paste” Method
                A schematic of the “cut-and-paste” fabrication process is shown in Figure 1, snapshots of detailed experimental steps
                can be found in our paper [20]. The process starts with laminating a commercially available metal-coated PET foil
                (Goodfellow, USA) on a flexible, single-sided thermal release tape (TRT, Semiconductor Equipment Corp., USA) with
                the metal side touching the adhesive of the TRT. The other side of the TRT is then adhered to a tacky flexible cutting
                mat, as shown in Figure 1a. The cutting mat is fed into an electronic cutting machine (Silhouette Cameo, USA) with the
                PET side facing the cutting blade. By importing the AutoCAD design into the Silhouette Studio software, the cutting
                machine can automatically carve the Au-on-PET sheet with designed seams within minutes (Figure 1b). Once seams are
                formed, the TRT is gently peeled off from the cutting mat (Figure 1c). Slightly baking the TRT on a 115 °C hotplate for

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1~2 minutes deactivates the adhesives onn the TRT so thhat the excessees can be easilyy peeled off byy tweezers (Figgure 1d).
                The patternedd devices are finally
                                           f       printed onto a target suubstrate with native
                                                                                         n       adhesivees, which couldd be a temporaary tattoo
                paper (Silhouuette) or a medical tape, succh as 3M TegaadermTM transsparent dressinng or 3M kindd removal silicoone tape
                (KRST) (Figgure 1e), yieldin ng an epidermal sensor systeem. Steps illusttrated by Figurre 1a to Figure 1e can be repeeated for
                other thin shheets of metalss and polymers, which can be  b printed on the same targeet substrate wiith alignment markers,
                                                                                                                                       m
                rendering a multimaterial
                             m             multifunctional
                                           m               l system. For well-trained
                                                                          w            ussers, the entire process only takes
                                                                                                                        t     about 15 minutes
                from beginniing to end, whhich indicates that
                                                          t    this new method
                                                                         m        has a siignificant advaantage over coonventional cleeanroom-
                based fabricaation approaches [20].

                      Figure 1. Schematics for the “cut-and-paaste” process. (a)) Au-PET-TRT (APT)(      laminatedd on the cutting mat with PET being
                                                                                                                                                 b
                      the topm
                             most layer. (b) Carving
                                             C         designedd seams in the Au-PET layer by an automateed mechanical cutting    c       machine. (c)
                      Peeling APT
                               A off the cuttiing mat. (d) Remmoving excessivee Au-PET layer after deactivatinng the TRT on hot   h plate. (e) Prinnting
                      patternedd Au-PET layer onto
                                              o     target substtrate. (f) Resulteed epidermal sennsor systems (ES
                                                                                                                 SS) with Au beinng the topmost layer
                                                                                                                                                   l
                      [20].

                2.3 “Cut-soolder-paste” method
                                        m      for maanufacturing wireless
                                                                  w        modu
                                                                              ular e-tattoos
                A schematic of the “cut-so  older-paste” meethod can be found
                                                                           f        illustrateed in Figure 2, and is based on the “cut-annd-paste”
                process detaailed in our 20  015 publicationn [20]. Both the t generic NF      FC layer and the functionall layers are faabricated
                utilizing thee “cut-solder-p paste” methodd, starting wiith laminatingg 18-µm-thickk Cu foil (Coopper 110 Annealed,     A
                ThyssenKruppp Materials) on   o a piece of TRT (Heat Release
                                                                          R           3196, Semiconductor
                                                                                              S             r Equipment Corp)
                                                                                                                          C      (Figure 2a).
                                                                                                                                          2 The
                TRT is adheered to a cuttin  ng mat, and prre-designed anntennae and innterconnects arre engraved innto the Cu foill using a
                mechanical cutter
                              c      (Silhoueette Cameo®, Silhouette Am    merica). The TRT  T      and excesss Cu foil are peeled from the mat,
                leaving the cut
                              c antenna an  nd interconnectt pattern, whicch is flipped annd adhered to a water soluble tape (WST)) (water-
                soluble wavee solder tape 54  414, 3M) lamiinated to a Kappton tape (DuP     PontTM), backked by a glass side
                                                                                                                           s    (Figure 2bb). Glass
                face side dow wn, the construuct is heated on
                                                           o a hot plate at a 120°C for abbout 30 secondds and then coooled. The TRT     T is then
                peeled off, leeaving the Cu pattern
                                              p      on the WST/Kapton Tape constructt (figure 2c). Electrical
                                                                                                            E         compponents (NFC IC, AFE
                IC, photodeteectors, LEDs, amplifiers, ressistors, and cappacitors) and innterconnectingg bridges are thhen soldered onn the Cu
                circuit usingg conventionall solder pastee (Low Temp 138C, Chip Quik) accordding to the cirrcuit designs. This is
                permissible due
                              d to the reassonably high thermal
                                                            t        stabilitty of the WST   T (240°C) and the Kapton taape (350°C). The T glass
                slide is thenn kept on a ho  ot plate at 2200°C for the refflow purpose until solderingg is complete (figure 2d). Once   O      the
                components are fully sold   dered, the WST  T and circuitryy are pasted onto o     Tegadermm tape (Figure 2e), and Kappton tape
                peeled off. The
                             T WST is diissolved with water  w     droplets, leaving behinnd only the cirrcuitry on the Tegaderm (Fiigure 2f)
                [24]. After thhe layers are fabricated, viaa holes are cutt in the Tegadderm and doubble-sided z-axiss conductive tapes  t      are
                adhered to each via hole. Distinctive
                                             D           pattterns at adjaceent corners allow for the NF    FC layer to acccurately stack onto the
                functional layyer, and the sttacked bilayer can laminate with
                                                                           w the electroode layer. Afteer training, it canc take as littlle as one
                hour to consttruct a fully fun
                                             nctional multilayer e-tattoo [225].

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Figure 2. Schematics of thet “cut-solder-ppaste” fabricatioon process for thhe modularized e-tattoo.
                                                                                                                       e       (a) Coppper foil is laminnated
                      on thermmal release tape (TRT).
                                                 (         (b) TRTT is adhered to a cutting mat, and the pattern is carved into thhe Cu foil. TRT and
                      access Cuu is peeled fromm the mat. (c) The patterned Cu is   i transferred ontto a water solubble tape (WST) supported
                                                                                                                                     s            by Kaapton
                      tape mouunted on a glass slide by heatingg and removing the   t TRT. (d) ICss and other discrrete componentss are soldered onn the
                      Cu. (e) The
                              T finished circu   uit is transferredd to a Tegaderm tape, Kapton tappe is removed, and  a WST is disssolved, resulting in a
                      completed single layer e-tattoo. (f) The circuit may be sandwiched
                                                                                    s            withh another Tegadderm or stacked with multiple taattoo
                      layers utiilizing double-sid
                                                 ded conductive tapes
                                                                   t      adhered viia pads on differeent layers [24].

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2.4 Graphene E-Tattoo Sensors
                                      S       (GETS
                                                  S)
                The “wet trannsfer, dry patteerning” fabricaation process iss illustrated in Figure 3. Detaailed experimenntal steps can beb found
                in our paper [4, 22]. “Wet transfer” referrs to the copperr etching step, which retains the high contiinuity of the laarge-area
                graphene groown on copperr foil. “Dry pattterning” referss to the use of a programmabble mechanicall cutter plotter to carve
                out the desiggned filamentaary serpentine shapes on thee graphene. Coompared with photolithograp
                                                                                                             p            phy, the dry paatterning
                process miniimizes the chem  mical contaminnation of graphhene and is siggnificantly morre time- and coost-effective. Stepwise,
                                                                                                                                         S
                graphene was first grown on o a copper foill using atmospheric pressure chemical vapoor deposition (A      APCVD) as prreviously
                reported (Figgure 3a). As-g  grown CVD graphene
                                                            g           on copper foil (Fiigure 3b) was characterized by scanning electron
                microscopy (SEM)
                               (      and Raaman spectrosccopy. To retrieeve the graphenne from coppeer, sub-microm      meter-thick polyy(methyl
                methacrylatee) (PMMA) waas spin coated onto  o    the as-groown graphene (Figure
                                                                                            (        3c), folllowed by coppper etching (Fiigure 3d)
                and rinsing with
                               w deionized  d (DI) water. The
                                                            T graphene/P     PMMA (Gr/PM   MMA) bilayer was then transsferred onto a piece of
                tattoo paper (Silhouette)
                               (            wiith graphene faacing up and PMMA
                                                                            P        in contaact with the paaper (Figure 3ee). The sheet reesistance
                of the Gr/PM  MMA was meaasured to be 1994.33 ± 264 Ω/□. Supporteed by the tattooo paper, the Gr/PMMA     G            bilaayer was
                carved into filamentary
                               f           serrpentine ribbonns by a benchhtop programm    mable mechaniccal cutter plottter (Silhouette Cameo)
                               T serpentine ribbons were designed with a width of 0.9 mm and a raddius of 2.7 mm to ensure the GET
                (Figure 3f). The                                                                                                           G has
                                             n that of skin. The extraneouus areas of the Gr/PMMA were manually peeled
                a stretchabiliity greater than                                                                             p       off (Figgure 3g),
                leaving a com  mpleted GET sensor
                                             s       on tattooo paper. The faabricated GET T sensor can theen be transferred onto any paart of the
                glabrous or less-hairy skin,, regardless of its curvature or o shape, simplly by bringing the graphene sides in contact with the
                skin and wettting the backsiide of the tattooo paper to detaach the GET frrom the paper (Figure 3h), exxactly like a temporary
                transfer tattooo. No skin preeparation or skkin adhesive is required; the ultrathin
                                                                                            u         GET can stay attachhed to the skinn via just
                van der Waalls interactions,, as shown in Figure
                                                            F       3i [4, 222].

                      Figure 3. Fabrication process of GET. (a,, b) Graphene was
                                                                               w grown on coppper foil using atmospheric
                                                                                                               a         presssure chemical vapor
                      deposition system (APCV VD). (c) Less thaan 500 nm thick PMMA was spiin coated on grapphene. (d) Coppper was etched aw   way.
                      (e) Graphhene/PMMA (G  Gr/PMMA) was transferred
                                                               t           onto tattoo paper wiith PMMA touchhing the paper and
                                                                                                                              a graphene faacing
                      up. (f) Grr/PMMA was cu  ut by a mechaniical cutter plotteer. (g) Extraneouus Gr/PMMA wasw peeled off froom the tattoo paaper.
                      (h) Mounnting GET on skiin like a temporaary transfer tattooo. (i) GET on skkin [4, 22].

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3. MULTIFUNC
                                                              M       CTIONAL E-TATTOO
                                                                              E      OS
                Many health conditions of the human boddy can be refleccted by non-innvasive measurrements of surfface biosignals, such as
                surface ECG G, surface EMG  G, surface EEG  G, skin temperaature, skin hydrration and resppiratory rate. One
                                                                                                                         O of the mainn focuses
                in measuringg surface biosignals is to cappture high fideelity and low noise
                                                                                          n      data in reeal time. Convventional meassurement
                exploits rigidd electrodes thaat are attached to human skinn through wet gels,
                                                                                          g     which maay cause skin irrritation or mayy dry out
                after long-teerm wearing. Emerging
                                             E                                                            a high stretcchability that are well
                                                          epiddermal electronnics exhibit loow stiffness and
                matched withh human skin.. They are dem       monstrated to be compellingg alternatives to t conventionaal surface senssors. We
                developed a low-cost,
                               l        bencch-top manufaccturing methodd for various strretchable e-tatttoos. As a dem  monstration, thiss section
                will introducce a multimaterrial, multifuncttional e-tattooss, manufacturedd by these methhod. We demoonstrated such e-tattoos
                to measure suurface ECG, su   urface EMG, surface
                                                              s      EEG, skin
                                                                           s     temperaturre, skin hydrattion and respiraatory rate in a wired or
                wireless mannner .

                3.1 Cost Efffective Epiderrmal Sensor Syystem (ESS)
                The top vieww of a multimatterial, multiparrametric ESS suupported by traansparent tempporary tattoo paaper and its whhite liner
                is shown in Figure 4, whicch includes thrree Au-based filamentary seerpentine (FS) electrophysiollogical (EP) ellectrodes
                which can bee used for meaasurement of ECG,E     EMG andd EEG, one Auu-based FS ressistance tempeerature detectorr (RTD),
                two Au-baseed dot-ring imp pedance sensorrs (for hydratioon measuremennt), and an Al/P  PET-based plaanar stretchablee coil. In
                this picture, all Au-based sensors
                                             s             t Au side faccing up the strretchable coil, however, has the blue colored PET
                                                      have the
                facing up beecause PET has demonstratedd good biocom      mpatibility but some people’s skin can be allergic to Al.. For the
                three EP elecctrodes, the intter-electrode distance
                                                           d        is set to
                                                                           t be 2 cm forr effective EP signal
                                                                                                        s      recordinng. The FS is designed
                                                                                                                                       d
                with a 1/5 ribbbon width to arc
                                            a radius ratioo in order to baalance the tradee-off between stretchability
                                                                                                        s              annd occupied arrea [20].

                      Figure 4.. Epidermal Sennsor System (ES SS). (a) Top vieew of an ESS which
                                                                                             w       incorporaates three electrrophysiological (EP)
                                                                                                                                               (
                      electrodes (Au-PET), a resistance temperature detectorr (RTD) (Au-PE   ET), two coaxiaal dot-ring impeedance sensors (Au-(
                      PET), annd a wireless planar
                                             p       stretchablle strain sensinng coil (Al-PET
                                                                                             T), all in filam
                                                                                                            mentary serpentinne (FS) layout.. (b)
                      Deformabbility of ESS on human skin [200].

                A deformabiility study wass also conductted to evaluatee the system-leevel mechaniccal response off the epidermaal sensor
                system, as shown
                             s       in Figu
                                           ure 4b. The patch
                                                         p    has beenn subjected too different loaading conditionns such as strretching,
                compression, shear as welll as surface ruub and surfacee poking. Duee to the small thickness and stretchable seerpentine
                structure, the entire patchh retains intim
                                                         mate contact with
                                                                       w     the skinn under variouus loadings thherefore exhibbits high
                deformabilityy [20].
                Figure 5a shhows ECG meaasured from huuman chest ussing silver/silver chloride (A   Ag/AgCl) gel electrodes
                                                                                                                 e          and the ESS
                without applying any cond
                                        ductive gels. It is evident thatt the important features of ECG
                                                                                                    E   are capturred by both eleectrodes,

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but the ECG  G measured by  y our ESS deemonstrates higher amplitudde and more detailsd       comparred with the Ag/AgCl
                                                                                                                                     A
                electrodes. The
                            T intensity off the gripping force
                                                          f     can be measured
                                                                       m         by a commercial
                                                                                       c            dynnamometer (Exacta™) and itt is clear
                                           orce correspondds to higher siignal amplitudde in the measuured EMG. Sppecifically, the average
                that the highher gripping fo
                amplitude off the signal env
                                           velope correspoonding to 44 N gripping forcce is about 3 timmes of that forr a gripping forrce of 14
                N (Figure 5bb). The EEG has h been meassured by placiing Ag/AgCl electrodes
                                                                                        e          andd the ESS on human
                                                                                                                       h       foreheaad. Both
                electrodes arre referenced against
                                            a      one FS
                                                        S electrode plaaced behind thee human ear on  o the mastoidd location, as shown
                                                                                                                                     s       in
                Figure 5c. The
                            T EEG meassurements betw     ween conventiional and ESS    S agree remarkkably well andd their FFT sppectrums
                almost fully overlap in thee upper right panel
                                                          p      of Figurre 5c, which confirms
                                                                                       c         that conventional
                                                                                                      c              annd ESS electroodes are
                almost indisttinguishable in measured EEGG signals [20].
                Skin temperaature measured d by the epiderrmal RTD and the thermocouuple are plottedd in Figure 5d. The strong correlation
                between RTD  D and thermoccouple outputs has validated the use of RT  TD as a compliiant and stretchhable skin temmperature
                detector. Figgure 5e illustrrates a continuuous hydrationn measuremennt with both epidermal
                                                                                                      e          hyddration sensor and the
                corneometer before and aftter the subject drank a can off cold Espressoo. The results are
                                                                                                      a shown in Fiigure 5e, whichh clearly
                indicates graadual increase of hydration after drinkingg Espresso baased on the measurements
                                                                                                     m               o both the eppidermal
                                                                                                                     of
                hydration sennsor and the corneometer.
                                            c             T test on skkin was perform
                                                          The                           med by applyiing Tegaderm--supported EC    CR-based
                strain gaugess on the chest of a human suubject and various respirationnal patterns havve been studieed. Figure 5f illlustrates
                the deformattion of human chest during normal
                                                           n      breath and deep breaath using the Wheatstone
                                                                                                      W           briidge. Larger am mplitude
                and lower freequency are obbserved for deeep breath [20].

                      Figure 5. Biometrics measurement by Epidermal Sensorr System. (a) ES      SS placed on huuman chest alonng with conventiional
                      Ag/AgCl electrodes to measure
                                                m        ECG. (b)
                                                                ( ESS attached on human forrearm for EMG       G measurement whenw      the subject is
                      gripping a commercial dynamometer with    w     different foorces. (c) EEG measured on human
                                                                                                                h       foreheadd by both ESS and
                      Ag/AgCl electrodes. (d) Picture of RT      TD placed on thet forearm along with traditioonal thermalcouuple for temperaature
                      monitorinng. (e) Picture off ESS placed onn the forearm aloong with commeercial coaxial corrneometer for hyydration monitorring.
                      (f) Stretcchable strain gaauges made by electrically connductive rubberr (ECR) on ES     SS for respiratoory rate and patttern
                      monitorinng [20].

                3.2 Modulaar and reconfig
                                        gurable e-tattooos with wirelless power and
                                                                                  d data commu
                                                                                             unication
                Near field coommunication (NFC) is a sett of wireless coommunication protocols thatt allow devicess to wirelessly transmit
                power and data
                             d     when witthin close proxximity to one another. Wireeless e-tattooss have been faabricated utilizzing this
                technology, but
                              b their manu  ufacturing proccesses have included time annd cost intensiive photolithoggraphy and meeticulous
                transfer printting. To moree efficiently inncorporate NFCC into e-tattoos, we have prooposed an exteension of our previous
                                                                                                                                   p
                process to a method coineed “cut-solderr-paste”. To taake advantage of a cost-effeective mechannical cutter, whhich has
                limited patteerning resolutio
                                            on, we propose a modular concept
                                                                        c        (Figuree 6a) that alloows us to stackk a generic NF
                                                                                                                                   FC layer
                (Figure 6b),

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Figure 6. Schematic and photos of NFC-enabled, modular and reconfiggurable e-tattoo. (a) Schematic ofo the e-tattoo, from
                                                                                                                                           f
                      top to boottom: NFC mo   odule, ECG circcuit module, annd electrode moodule. (b) Schem
                                                                                                           matic of individdual NFC layer. (c)
                      Schematiic of functional layer.
                                               l      (d) Schem
                                                              matic of electrodee layer [25].

                modular/repllaceable functiional layer(s) (Figure 6c), and an electrrode layer (Fiigure 6d) aliggned with viass. These
                multilayer e--tattoos are strretchable (up to 30%) and capable of wiirelessly transm  mitting measuured electrocarrdiogram
                (ECG), skin hydration,
                             h             n temperature, heart rate, andd oxygen saturaation (SpO2).
                                        skin
                We are able to demonstratee four differentt sensing modaalities in our battery free, NF
                                                                                                      FC enabled e-taattoos, includinng ECG,
                SpO2, skin teemperature andd skin hydratioon. These can be
                                                                        b measured inn a single or duual mode operaation, dependinng on the
                necessary application and design.
                                            d       Figuress 7a-c showcasse the single modality
                                                                                       m         functioonality with EC
                                                                                                                      CG data gatherred from
                the e-tattoo placed at the lower ribcagee at a 25 Hz sampling rate.. Additionally,, simultaneouss measurementt of two
                different sensing modalitiees is possible and
                                                          a shown in figures
                                                                        f        7d. An NTC thermisttor has been inntegrated into thet NTC
                layer, and a skin hydration n functional laayer and an ellectrode layer were sequentiially laminatedd onto the NF  FC layer.
                Approximateely 5 minutes ofo skin conducttance data wass collected and compared withh data simultanneously collectted from
                a commerciaal corneometer (MoistureMeterSC Compactt, Delfin Inc.). The e-tattoo data  d and referennce data were overlaid,
                                                                                                                                     o
                and show siggnificant overlaap (Figure 7e) [25].

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Figure 7. Multi-sensing modalities
                                                m           of thee battery free, wireless
                                                                                  w        e-tattoos. (a) The NFC-eenabled e-tattoo applied at the loower
                      rib cage of
                               o a male subjecct. (b) Raw ECG   G data as measureed by the e-tattooo. (c) Magnifiedd view of the EC CG signal showccases
                      the classiic PQRST wavee. (d) The hydraation sensing e-ttattoo on the uppper arm of a suubject. (e) Wireleessly measured skin
                      hydrationn by the e-tattoo (red) and a commmercial corneom  meter (black) beffore and after waater application on
                                                                                                                                     o the skin [25]..

                3.3 Transpaarent and Skin
                                        n-Conformable GETS
                A picture off an as-fabricatted Gr/PMMA A-based GET is shown in Figure 8a, in whhich different types of physiiological
                sensors are labeled:
                            l        grapheene-based elecctrophysiologiccal sensor (GEEPS), resistancee temperature detector (GRT TD), and
                skin hydratioon sensor (GSHS). The GSH   HS shares onee electrode witth the GEPS. The   T total thickkness of the GET
                                                                                                                                  G    was
                measured to be 463 ± 30 nm using a profilometer
                                                         p            (DDektak 6 M Stylus).
                                                                                      S         The avverage transmiittance of PMM MA and
                Gr/PMMA inndicates that within
                                           w      the wavvelength range of 400 to 800 nm the transm    mittance of barre PMMA is 96.5%
                                                                                                                                  9     to
                98%, and thee transmittancee of GET is 84%% to 88% due tot additional liight absorptionn by graphene [4,
                                                                                                                     [ 22].

                      Figure 8. Picture of the as-fabricated GET. (a) GET mounted on skin. (b) GET on skin compressed and stretched by 25%,
                      respectively. (c) Magnified photographs of a GET on compressed and stretched skin, which demonstrate its full
                      conformability even under skin deformation [4, 22].

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Figures 8b offers pictures of the GET on relaxed human skin and skin subjected to various kinds of deformations.
                Electrical resistance of the GEPS and GRTD was measured before and after arbitrary skin deformation, and no
                significant change could be identified. According to an analytical model we built previously, the GET has to be thinner
                than 510 nm to achieve full conformability with human skin. With our GET thickness being just 463 nm, optical
                micrographs of it on skin (Figures 8c) confirm the ultraintimate coupling between the GET and skin, even under severe
                skin deformation [4, 22].
                Electrode−skin conformability directly dictates the contact impedance. Classical electrical circuit concepts suggest that
                the electrode−skin interface impedance is inversely proportional to the contact surface area. Since conformal contact
                increases the effective contact area, it is therefore expected that interface impedance decreases. We measured the
                GET−skin interface impedance and compared it with commercial Ag/AgCl gel−skin interface impedance, the latter of
                which is considered the gold standard for medical applications. The measurement was performed by laminating a GET
                on a human forearm without any skin preparation. The GSHS was connected to an LCR meter (Hioki 3532-50) using a
                customized flexible connector. A pair of Ag/AgCl gel electrodes were placed next to the GSHS with the same
                interelectrode distance, and the electrodes were connected to the LCR meter by alligator clips, as displayed in Figure 9a.
                The impedance was measured from 42 Hz to 2 kHz. The result shows that the GET−skin interface impedance is
                comparable with the gel electrode−skin impedance, although the GSHS surface area (∼0.245 cm2) is more than 10 times
                smaller than that of the gel electrode (∼2.6 cm2). Low contact impedance is essential for a high SNR in
                electrophysiological measurements.38 EEG, ECG, and EMG signals were measured using the GET (Figures 9b−f) and
                Gr/PI electrodes. The EEG signal was measured by laminating the GET on the forehead next to a commercial gel
                electrode, as shown in Figure 9b. No skin preparation was performed before mounting all the electrodes on the skin. It is
                evident in Figure 9b that the spectrograms of EEGs measured by the GET and gel electrodes are almost identical, and the
                blinks and alpha rhythms are clearly visible in both measurements. The GET can also be laminated on the human chest
                to measure an ECG. Figure 9c shows the measurement setup and the ECG signal recorded by an AvatarEEG through
                both a GEPS and commercial gel electrodes, with a 60 Hz digital notch filter applied. Characteristic ECG peaks (P, Q, R,
                S, T, and U) were clearly visible in both sets of data, but the GEPS measurement showed slightly higher signal
                magnitude. Application of a GET for EMG measurement was demonstrated by laminating a GET on the human forearm.
                The electrical activity of the forearm flexor muscle was measured using both the GEPS and commercial gel electrodes
                when the subject was squeezing a handgrip (Figure 9d). In addition to electrophysiological measurements, the GET is
                also able to measure skin temperature and hydration. Previous studies have demostrated that skin hydration level is
                monotonically correlated with skin impedance [4, 22].

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Figure 9.. Electrical perfo
                                                formance of the GET on skin. (a)    ( Without anyy skin preparatioon, GET−skin coontact impedancce is
                      almost onn par with that between
                                                 b        commeercial gel electroodes and skin. (bb) EEG sensing on the foreheadd with both the GET
                                                                                                                                                  G
                      and gel electrodes
                               e           (left). When the eyees were closed, an α rhythm off 10 Hz is visibble in both specctrograms. (c) ECG   E
                      measuredd synchronously by the GET andd gel electrodes.. Characteristic ECG  E     peaks can be measured byy both electrodess. (d)
                      EMG sennsing on the foreearm with the GE   ET and gel electtrodes when the subject squeezeed the hand exercciser three timess. (e)
                      Skin hydrration sensing riight after the appplication of bodyy lotion, using both
                                                                                                   b    a GET and a commercial coorneometer. (f) Skin
                      temperatuure sensing with h an ice bag placeed in the vicinityy of the GRTD and
                                                                                                   a a thermocouuple [4, 22].

                                                                           4. CO
                                                                               ONCLUSIO
                                                                                      ONS
                E-tattoos, wiith their variab
                                            bility of conceeptual applicatiions and manuufacturing metthods, bring neew value to eppidermal
                electronics annd personal bioomedical wearrables. Further research is neccessary to trulyy take advantagge of the capabbilities of
                these devicess in regards to types of biomeetrics that can beb measured annd signal distannce, but integrration with neww state of
                the art wireleess and analogg front-end techhnologies will greatly expannd its applicatioons. The tattooo-like applicatiion form
                factor offeredd by these deviices will play a significant roole in shaping the future of mobile healthcarre, as they offeer a more
                unobstructivee, affordable, and
                                            a reliable sennsing modalityy when comparred to the curreent unimodal offerings.
                                                                                                                         o          Addiitionally,
                we predict thhat the integratiion of NFC intto current e-tatttoo will allow them to becomme more prevallent in the IoT industry
                as an alternattive biometric sensing solutioon.

                                                                       ACKNOW
                                                                            WLEDGEME
                                                                                   ENTS

                This work iss based upon work supporteed in part by US National Science S         Founddation (NSF) Division
                                                                                                                    D        of Ellectrical,
                Communicattions and Cybeer Systems (EC     CCS) under Grrant no. 15097767. The biomeetric sensor deevelopment andd human
                subject validdation was sup pported by US  S Office of Naaval Research (ONR) under Grant no. N000014-16-1-2044. Any
                opinions, finndings and con nclusions or recommendationns expressed inn this material are those of the
                                                                                                                    t authors andd do not
                necessarily reeflect the view
                                            ws of the Nationnal Science Fouundation nor Office
                                                                                        O      of Navall Research.

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